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Application of Bayesian Approach in Cancer Clinical Trial

The application of Bayesian approach in clinical trials becomes more useful over classical method. It is beneficial from design to analysis phase. The straight forward statement is possible to obtain through Bayesian about the drug treatment effect. Complex computational problems are simple to handl...

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Detalles Bibliográficos
Autor principal: Bhattacharjee, Atanu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elmer Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5649812/
https://www.ncbi.nlm.nih.gov/pubmed/29147387
http://dx.doi.org/10.14740/wjon842e
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author Bhattacharjee, Atanu
author_facet Bhattacharjee, Atanu
author_sort Bhattacharjee, Atanu
collection PubMed
description The application of Bayesian approach in clinical trials becomes more useful over classical method. It is beneficial from design to analysis phase. The straight forward statement is possible to obtain through Bayesian about the drug treatment effect. Complex computational problems are simple to handle with Bayesian techniques. The technique is only feasible to performing presence of prior information of the data. The inference is possible to establish through posterior estimates. However, some limitations are present in this method. The objective of this work was to explore the several merits and demerits of Bayesian approach in cancer research. The review of the technique will be helpful for the clinical researcher involved in the oncology to explore the limitation and power of Bayesian techniques.
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spelling pubmed-56498122017-11-16 Application of Bayesian Approach in Cancer Clinical Trial Bhattacharjee, Atanu World J Oncol Review The application of Bayesian approach in clinical trials becomes more useful over classical method. It is beneficial from design to analysis phase. The straight forward statement is possible to obtain through Bayesian about the drug treatment effect. Complex computational problems are simple to handle with Bayesian techniques. The technique is only feasible to performing presence of prior information of the data. The inference is possible to establish through posterior estimates. However, some limitations are present in this method. The objective of this work was to explore the several merits and demerits of Bayesian approach in cancer research. The review of the technique will be helpful for the clinical researcher involved in the oncology to explore the limitation and power of Bayesian techniques. Elmer Press 2014-06 2014-06-25 /pmc/articles/PMC5649812/ /pubmed/29147387 http://dx.doi.org/10.14740/wjon842e Text en Copyright 2014, Bhattacharjee http://creativecommons.org/licenses/by/2.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review
Bhattacharjee, Atanu
Application of Bayesian Approach in Cancer Clinical Trial
title Application of Bayesian Approach in Cancer Clinical Trial
title_full Application of Bayesian Approach in Cancer Clinical Trial
title_fullStr Application of Bayesian Approach in Cancer Clinical Trial
title_full_unstemmed Application of Bayesian Approach in Cancer Clinical Trial
title_short Application of Bayesian Approach in Cancer Clinical Trial
title_sort application of bayesian approach in cancer clinical trial
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5649812/
https://www.ncbi.nlm.nih.gov/pubmed/29147387
http://dx.doi.org/10.14740/wjon842e
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